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📰 Dev.to · CallmeMiho

11 articles · Updated every 3 hours · View all reads

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Ghost Bugs Cost $40K: A Neural Debugging Postmortem
Dev.to · CallmeMiho 🧠 Large Language Models ⚡ AI Lesson 2w ago
Ghost Bugs Cost $40K: A Neural Debugging Postmortem
When AI silently fails for weeks A production RAG system handling 12,000 queries/day...
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How a Single PDF Can Poison 100 RAG Systems: The Vulnerability We Aren't Talking About
Dev.to · CallmeMiho 2w ago
How a Single PDF Can Poison 100 RAG Systems: The Vulnerability We Aren't Talking About
How a PDF hijacked a $50K/month RAG pipeline Recently, a security report surfaced about an...
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Chat is Dead: How JSON Prompting Cut My AI Costs by 73%
Dev.to · CallmeMiho 🧠 Large Language Models ⚡ AI Lesson 2w ago
Chat is Dead: How JSON Prompting Cut My AI Costs by 73%
I burned $2,400 in 3 weeks talking to AI like a human For 18 months, I built AI features...
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Chat is Dead: How JSON Prompting Cut My AI Costs by 73%
Dev.to · CallmeMiho 2w ago
Chat is Dead: How JSON Prompting Cut My AI Costs by 73%
I burned $2,400 in 3 weeks talking to AI like a human For 18 months, I built AI features...
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The Shadow API Crisis: How Unmonitored Endpoints Break CORS & Auth
Dev.to · CallmeMiho 4w ago
The Shadow API Crisis: How Unmonitored Endpoints Break CORS & Auth
Hey DEV community, CallmeMiho here. In the rush to wire every legacy microservice to a ChatGPT plugin...
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Your AI Agent Isn't Stupid, Your Vector Database Math Is
Dev.to · CallmeMiho 1mo ago
Your AI Agent Isn't Stupid, Your Vector Database Math Is
Hey DEV community, CallmeMiho here. I’ve been auditing AI architectures all week, and I keep seeing...
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Stop Guessing: How to Audit Your Next.js RSC Network Stream
Dev.to · CallmeMiho 1mo ago
Stop Guessing: How to Audit Your Next.js RSC Network Stream
Hey DEV community, CallmeMiho here. When I built my 0ms latency local tool suite in Next.js 15, the...
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Stop Building REST APIs for AI Agents (Use JSON-RPC)
Dev.to · CallmeMiho 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Stop Building REST APIs for AI Agents (Use JSON-RPC)
Hey DEV community, CallmeMiho here. I’ve been auditing backend architectures all week, and the amount...
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Stop Paying OpenAI to Read Garbage: The Two-Stage Agent Pipeline
Dev.to · CallmeMiho 1mo ago
Stop Paying OpenAI to Read Garbage: The Two-Stage Agent Pipeline
Hey DEV community, CallmeMiho here. I spent my Monday morning watching a junior dev ship a Rube...
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Next.js 15 & AI Agents: 4 Engineering Hacks to Save Your Production in 2026
Dev.to · CallmeMiho 1mo ago
Next.js 15 & AI Agents: 4 Engineering Hacks to Save Your Production in 2026
Hey DEV community, CallmeMiho here. Following up on my 0ms latency build, I’ve spent the last few...
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The Death of LocalStorage: Why Enterprise Apps Use Cookies
Dev.to · CallmeMiho ⚡ AI Lesson 1mo ago
The Death of LocalStorage: Why Enterprise Apps Use Cookies
Hey DEV community, CallmeMiho here. I recently built a 140-page, 0ms latency web-app without a single...
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